RRepoGEO

REPOGEO REPORT · LITE

endink/Mediapipe4u-plugin

Default branch main · commit c86f27bd · scanned 6/16/2026, 7:47:59 AM

GitHub: 504 stars · 64 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface endink/Mediapipe4u-plugin, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise 'About' description

    Why:

    COPY-PASTE FIX
    Unreal Engine plugin for real-time AI/ML, integrating MediaPipe's computer vision (face, hand, pose tracking) and TTS directly into UE projects for motion capture and interactive experiences.
  • highreadme#2
    Add a clear licensing section to the README

    Why:

    COPY-PASTE FIX
    Add a new 'Licensing' section to your README, clearly stating: 'This plugin is available under a [Free Edition License Name, e.g., MIT] for the Free Edition, and requires a separate commercial license for other uses. Please refer to the `LICENSE` file in the repository root for the full Free Edition terms, and visit [https://opensource.labijie.com/Mediapipe4u-plugin/en/licensing/paid_license/] for Commercial Edition details.'
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://opensource.labijie.com/Mediapipe4u-plugin/en/

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface endink/Mediapipe4u-plugin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenCV
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenCV · recommended 2×
  2. MediaPipe · recommended 2×
  3. NVIDIA Omniverse · recommended 1×
  4. Isaac Sim · recommended 1×
  5. Unreal Engine Connector · recommended 1×
  • CATEGORY QUERY
    How can I integrate real-time AI computer vision for motion capture in Unreal Engine?
    you: not recommended
    AI recommended (in order):
    1. NVIDIA Omniverse
    2. Isaac Sim
    3. Unreal Engine Connector
    4. OpenPose
    5. MediaPipe Pose
    6. OpenCV
    7. Azure Kinect DK
    8. Azure Kinect Examples
    9. Perception Neuron
    10. Axis Studio
    11. Axis Neuron
    12. Live Link Plugin
    13. iClone
    14. Character Creator
    15. AIFactory
    16. DeepMotion Animate 3D

    AI recommended 16 alternatives but never named endink/Mediapipe4u-plugin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are options for incorporating Mediapipe's face, hand, and pose tracking into Unreal Engine?
    you: not recommended
    AI recommended (in order):
    1. MediaPipe4U
    2. MediaPipe
    3. MediaPipe
    4. Unreal Engine's Python Plugin
    5. UnrealCV
    6. OpenCV
    7. Azure Kinect
    8. Intel RealSense SDKs
    9. Azure Kinect Body Tracking SDK for Unreal
    10. Intel RealSense SDK for Unreal

    AI recommended 10 alternatives but never named endink/Mediapipe4u-plugin. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of endink/Mediapipe4u-plugin?
    pass
    AI did not name endink/Mediapipe4u-plugin — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts endink/Mediapipe4u-plugin in production, what risks or prerequisites should they evaluate first?
    pass
    AI named endink/Mediapipe4u-plugin explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo endink/Mediapipe4u-plugin solve, and who is the primary audience?
    pass
    AI named endink/Mediapipe4u-plugin explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of endink/Mediapipe4u-plugin. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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endink/Mediapipe4u-plugin — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite